{"id":"W2318802213","doi":"10.5588/ijtld.14.0850","title":"Xpert<SUP>®</SUP> MTB/RIF for extra-pulmonary tuberculosis: time to look beyond accuracy","year":2014,"lang":"en","type":"letter","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Pulmonary tuberculosis; Tuberculosis; Virology; Nuclear medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002605384,0.0006219083,0.001203757,0.0008387243,0.002298098,0.003441831,0.001563479,0.03793562,0.008100612],"category_scores_gemma":[0.03541861,0.0006785415,0.001096398,0.0006660368,0.002814594,0.004647121,0.001004372,0.03253049,0.006147081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004435186,"about_ca_system_score_gemma":0.00357862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893728,"about_ca_topic_score_gemma":0.006493032,"domain_scores_codex":[0.9956448,0.001403818,0.0007742203,0.0004360329,0.00127033,0.0004708217],"domain_scores_gemma":[0.9813913,0.009463823,0.001641365,0.0006171711,0.00401257,0.002873754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000467192,0.00005569014,0.001829474,0.00009516893,0.00001717117,0.008332921,0.0001860914,0.00009068326,0.0002884317,0.002687634,0.9670545,0.01931554],"study_design_scores_gemma":[0.0002139425,0.0002043649,0.004010191,0.001608335,0.00007570854,0.03221476,0.001265667,0.001491922,0.0004745915,0.02164479,0.9366848,0.0001108934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003519615,0.0008481911,0.0001341887,0.9908727,0.005687091,0.000005278696,0.00001692196,0.00001701003,0.002066711],"genre_scores_gemma":[0.01044029,0.002758139,0.001206889,0.9096788,0.06917872,0.00003064459,0.00003877203,0.00003611935,0.006631687],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03793562,"threshold_uncertainty_score":0.03217965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745142343062844,"score_gpt":0.3094403652627098,"score_spread":0.2919889418320814,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}